数据清理课程
数据 Cleaning 课程可以帮助您学习识别和纠正数据集中的错误、处理缺失值以及规范数据格式的技术。您可以掌握数据 Validation、Outlier 检测以及将原始数据 Transformer 成可用格式等方面的技能。许多课程都会介绍一些工具，如 Pandas 和 NumPy 等 Python 库，以及 OpenRefine 等软件，这些工具支持高效执行数据分析任务并确保数据质量，以便进行分析。
热门 Data Cleaning 课程和认证
您将获得的技能: Data Sharing, Identity and Access Management, Authorization (Computing), Data Access, Google Cloud Platform, User Accounts, Data Migration, Data Management, Cloud Computing
状态：预览Eindhoven University of Technology
您将获得的技能: 数据驱动的决策制定, 验证和确认, 业务流程建模, 性能分析, 过程分析, 运行分析, 数据科学, 实时数据, 流程改进, 业务过程, 工艺优化, 数据处理, 业务流程管理, 数据挖掘, 模型评估
University of Pittsburgh
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Linear Algebra, Data Literacy, Data Governance, Regression Analysis, Data Modeling, Data Analysis
状态：免费试用University of Maryland, College Park
您将获得的技能: 数据收集, Data Validation, 大数据, 数据质量, 数据管理, 研究设计, 抽样（统计）, 创建调查, 统计方法, 数据分析
状态：免费试用Vanderbilt University
您将获得的技能: SQL, Generative AI, Data Visualization, Database Design, Interactive Data Visualization, Query Languages, Data Capture, Data Analysis, Debugging, ChatGPT, Prompt Engineering, Databases, Data Validation
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Data Analysis, Graphic and Visual Design, Python Programming, Jupyter, Pandas (Python Package), Data Manipulation, NumPy
状态：免费试用Google Cloud
您将获得的技能: 数据访问, 文件管理, 数据管理, 数据安全, 数据导入/导出, 信息管理, 系统配置, 数据存储, Google 工作空间, 电子邮件, 电子邮件安全, 记录管理, Data Governance, 数据丢失预防
状态：新状态：免费试用您将获得的技能: Performance Tuning
Illinois Institute of Technology
您将获得的技能: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication
状态：新状态：免费试用您将获得的技能: Pandas (Python Package), NumPy, Data Wrangling, Data Transformation, Data Manipulation, Pivot Tables And Charts, Data Preprocessing, Data Cleansing, Data Analysis, Numerical Analysis, Statistical Analysis, Data Structures, Descriptive Statistics
状态：新状态：免费试用您将获得的技能: Matplotlib, Data Storytelling, Data Presentation, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Data Visualization, Data Preprocessing, Statistical Visualization, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Scatter Plots, Histogram, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Image Quality, Python Programming
Google Cloud
您将获得的技能: Big Data, Google Cloud Platform, Analytics, Data Analysis, SQL, Query Languages
总之，以下是 10 最受欢迎的 data cleaning 课程
- Data Publishing on BigQuery for Data Sharing Partners: Google Cloud
- 流程挖掘：数据科学在行动: Eindhoven University of Technology
- Master of Data Science: University of Pittsburgh
- 数据收集和分析框架: University of Maryland, College Park
- Chat with Your Data: Generative AI-Powered SQL Data Analysis: Vanderbilt University
- Data Visualization Fundamentals in Python: University of Pittsburgh
- Google 工作空间数据治理: Google Cloud
- Master SQL for Data Analysis: Packt
- Master of Data Science: Illinois Institute of Technology
- NumPy & Pandas: Analyze & Transform Data: EDUCBA
